bioRxivNeurosciencePreprint
Satellite Imaging of Global Urbanicity relate to Adolescent Brain Development and Behavior
Jiayuan XuiD, Xiaoxuan LiuiD, Alex IngiD, Qiaojun LiiD, Wen QiniD, Lining GuoiD, Conghong HuangiD, Jingliang ChengiD, Meiyun WangiD, Zuojun GengiD, Wenzhen ZhuiD, Bing ZhangiD, Weihua LiaoiD, Shijun QiuiD, Hui ZhangiD, Xiaojun XuiD, Yongqiang YuiD, Bo GaoiD, Tong HaniD, Guangbin CuiiD, Feng CheniD, Junfang XianiD, Jiance Li, Jing ZhangiD, Xi‐Nian ZuoiD, , the CHIMGEN and IMAGEN Consortia
Abstract
Urbanicity, the impact of living in urban areas, is among the greatest environmental challenges for mental health. While urbanicity might be distinct in different sociocultural conditions and geographic locations, there are likely to exist common features shared in different areas of the globe. Understanding these common and specific relations of urbanicity with human brain and behavior will enable to assess the impact of urbanicity on mental disorders, especially in childhood and adolescence, where prevention and early interventions are likely to be most effective.\n\nWe constructed from satellite-based remote sensing data a factor for urbanicity that was highly correlated with population density ground data. This factor, UrbanSat was utilized in the Chinese CHIMGEN sample (N=831) and the longitudinal European IMAGEN cohort (N=810) to investigate if exposure to urbanicity during childhood and adolescence is associated with differences in brain structure and function in young adults, and if these changes are linked to behavior.\n\nUrbanicity was found negatively correlated with medial prefrontal cortex volume and positively correlated with cerebellar vermis volume in young adults from both China and Europe. We found an increased correlation of urbanicity with functional network connectivity within- and between- brain networks in Chinese compared to European participants. Urbanicity was highly correlated with a measure of perceiving a situation from the perspective of others, as well as symptoms of depression in both datasets. These correlations were mediated by the structural and functional brain changes observed. Susceptibility to urbanicity was greatest in two developmental windows during mid-childhood and adolescence.\n\nUsing innovative technology, we were able to probe the relationship between urban upbringing with brain change and behavior in different sociocultural conditions and geographic locations. Our findings help to identify shared and distinct determinants of adolescent brain development and mental health in different regions of the world, thus contributing to targeted prevention and early-intervention programs for young people in their unique environment. Our approach may be relevant for public health, policy and urban planning globally.
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: cell-cell communication
- approach: statistical model
- approach: experimental assay
- Citations
- 2
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Childhood urbanization affects prefrontal cortical responses to trait anxiety and interacts with polygenic risk for depression
Xiao Zhang, Hao Yan, … Hao Yang Tan·bioRxiv·Jun 4, 2019
- Associations between the environment, brain, mental health, and cognition across adolescence
Yumnah T. Khan, Jakob Seidlitz, … Richard A. I. Bethlehem·bioRxiv·Apr 29, 2026
- Patterns of socio-cognitive stratification and perinatal risk in the child brain
Dag Alnæs, Tobias Kaufmann, … Lars Tjelta Westlye·bioRxiv·Jan 26, 2020
- Area-level context and functional brain organization across the lifespan
Jocelyn A. Ricard, Chase Antonacci, … Russell Alan Poldrack·bioRxiv·Jul 23, 2026
- A Single, Reproducible Dimension Organizes Associations Between the Early Environment and the Developing Brain
Chase Antonacci, Kaitlyn Kwan, … Ian H. Gotlib·bioRxiv·Sep 29, 2026
- Multivariate environmental exposures are reflected in whole-brain functional connectivity and cognition in youth
Sarah D. Lichenstein, Yihe Weng, … Arielle S. Keller·Developmental Cognitive NeurosciencePeer-reviewed·Jul 22, 2026